The Curious Engineer

All blogs / Software / engineering practice

LukeW

lukew.com

LukeW Ideation + Design provides resources for mobile and Web product design and strategy including presentations, workshops, articles, books and more on usability, interaction design and visual design.

Software / engineering practiceAI / ML

Posts
2,146 from 18 Aug 2001 to 26 Oct 2026
Posting
weekly (35 in the last year)
Kind
personal blog
Feed
http://feeds.feedburner.com/FunctioningForm

Latest

October 2026

  1. Technology Limits are Temporary
  2. Ask LukeW: Instant Content Indexing
  3. Building Blocks for Intelligence
  4. The Convergence of Design
  5. Many Agents, Many Views
  6. Design Systems for AI Agents

September 2026

  1. Skip the Tools, Make the Outcomes
  2. Ask LukeW: Less Walls of Text
  3. Large Scale Agent Coordination
  4. Always Asking People to Ask

August 2026

  1. AI Agents and Layers of Abstraction
  2. Little Bits of Intelligence
  3. Ask LukeW: A New Retrieval System

July 2026

  1. Object-Centric Image Editing in Reve

June 2026

  1. The AI Steering Layer
  2. Scale Your Superpowers, Not Your Job Titles

May 2026

  1. Collaborative Steering
  2. Mockups Were Never the Hard Part
  3. Design Futures Assembly

April 2026

  1. Finally, the Handoff is Dead
  2. Podcast: Agents, Interfaces, and More
  3. The New Designer/Developer Collaboration
  4. Should Designers "Code"?

March 2026

  1. Consistent Character Maker Update
  2. Durable Patterns in AI Product Design
  3. Finding the Role of Humans in AI Products
  4. Small Teams Win, Again

February 2026

  1. Showing the Work of Agents in UI

January 2026

  1. Agent Orchestration UI
  2. Design Tools Are The New Design Deliverables
  3. AI Enables As-Needed Software Features

December 2025

  1. More on Context Management in AI Products
  2. AI Coding Agents for Designers

November 2025

  1. Agentic AI Interface Improvements
  2. An Alternative Chat UI Layout

October 2025

  1. Rethinking Networking for the AI/ML Era
  2. How Design Teams Are Reacting to 10x Developer Productivity from AI
  3. Tackling Common UX Hurdles with AI
  4. Embedded AI Apps: Now in ChatGPT
  5. Let the AI do the Onboarding
  6. Wrapper vs. Embedded AI Apps
  7. We're (Still) Not Giving Data Enough Credit

September 2025

  1. Podcast: Generative AI in the Real World
  2. Future Product Days: How to solve the right problem with AI
  3. Future Product Days: Hidden Forces Driving User Behavior
  4. Future Product Days: The AI Adoption Gap
  5. Future Product Days: Future of Product Creators
  6. Defining Chat Apps
  7. Letting the Machines Learn
  8. Unstructured Input in AI Apps Instead of Web Forms
  9. World Knowledge Improves AI Apps

August 2025

  1. Chat is: the Future or a Terrible UI
  2. Platform Shifts Redefine Apps
  3. Five Paths to Solving Robotics
  4. Rethinking Applications for AI
  5. Dynamic Context for AI Agents

July 2025

  1. Prompt Building User Interfaces
  2. AI Has Flipped Software Development
  3. Designing Software for AI Agents
  4. Context Management UI in AI Products

June 2025

  1. What Do You Want To AI?
  2. More on Generative Publishing
  3. Common AI Product Issues
  4. Agent Management Interface Patterns
  5. The Receding Role of AI Chat

May 2025

  1. Ask LukeW: Generation Model Testing
  2. MCP: Model-Context-Protocol
  3. Background Agents Reduce Context Window Issues
  4. Enhancing Prompts with Contextual Retrieval
  5. UXPA: Bridging AI and Human Expertise
  6. UXPA: Designing Humane Experiences
  7. UXPA: Using AI to Streamline Persona & Journey Map Creation
  8. Make the AI Models do the Prompting

April 2025

  1. The Evolution of AI Products
  2. Designing Perplexity
  3. Just in Time Content
  4. Usable Chat Interfaces to AI Models

March 2025

  1. Ask LukeW: 2 Years and 27,000 Answers
  2. Toward a Universal App Architecture
  3. Vision Mission Strategy (Objectives)

February 2025

  1. Molecular Sequence Modeling & Design
  2. The More You Own, The More You Maintain
  3. Ask LukeW: Conversational AI Usability Study
  4. Ask LukeW: Custom Re-ranker
  5. Chat Interfaces & Declaring Intent
  6. Do All AI Models Need To Be Assistants?

January 2025

  1. Improving AI Models Through Inference Scaling
  2. Publishing in the Generative AI Age

October 2024

  1. Smashing Conf: How to Use AI to Build Accessible Products
  2. Smashing Conf: Is Atomic Design Dead?
  3. Ask LukeW: Streaming Inline Images

September 2024

  1. Scaling Platforms Through Use Cases
  2. Ask LukeW: Streaming Citations

August 2024

  1. Google Glass in an AI World
  2. iOS18 Photos: Tab Bar to Single Scroll View
  3. A Visual Approach to Help Pages
  4. Intent-driven User Interfaces
  5. Distraction Control for the Web

July 2024

  1. The Death of Lorem Ipsum
  2. A Proliferation of Terms

June 2024

  1. Ask LukeW: PDF Parsing with Vision Models
  2. Ask LukeW: Text Generation Differences

May 2024

  1. Ask LukeW: Dynamic Preview Cards
  2. Different Gets Ignored
  3. Bolting on AI Features
  4. Mind the Gap

April 2024

  1. Making Product Value Obvious
  2. AI Pin and Personal Assistant Hardware

March 2024

  1. Portfolio Presentations & Design Work
  2. Generation IT
  3. Pinball User Interface
  4. The Most Important Startup Skill

February 2024

  1. Life Post-Moore's Law
  2. ConveyUX: Three Conversations in Design
  3. ConveyUX: Building Expertise into Generated Conversations
  4. ConveyUX: Good UX is Good Business
  5. AI Models and Headsets
  6. There are no Original Ideas. But...
  7. Apple Vision Pro: First Experience

January 2024

  1. Common Visual Treatments
  2. Discomfort is a Strategic Advantage
  3. Video: Using Website Content in AI Interfaces

December 2023

  1. The More Features You Add...
  2. Video: PDFs & Conversational Interfaces
  3. Video: Suggested Questions in Conversational UI
  4. Designing for AI: Panel Notes
  5. Video: Embedded Experiences in Conversational UI
  6. Video: Structuring Website Content with AI
  7. Video: Expanding Conversational Interfaces

November 2023

  1. AI Models Enable New Capabilities
  2. Early Glimpses of Really Personal Assistants
  3. AI Models in Software UI
  4. Until the Right Design Emerges...
  5. Multi-Modal Personal Assistants: Early Explorations
  6. Always Be Learning
  7. Rapid Iterative Testing and Evaluation (RITE)

October 2023

  1. Smashing Conf: UX Writing with a Point of View
  2. Smashing Conf: Journey in Enterprise UX
  3. Generative Agents

July 2023

  1. Ask LukeW: Integrated PDF Experiences
  2. Video: The Gap Between Company & Customer
  3. Watch Out For that Tree! Problems with Competitive Analysis

June 2023

  1. Video: Stay Close to Customers
  2. Apple WWDC: Principles of Spatial Design
  3. Apple Vision Pro: First Thoughts
  4. Video: App Install Ads & Checkout Conversion

May 2023

  1. Object-centric vs. Canvas-centric Image Editing
  2. Ask LukeW: Integrated Video Experiences
  3. Augmented Reality UI Speculation
  4. Video: Redesigning a Mobile E-commerce Website

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